Rule # 6 of Jakob Nielsen's good interface design: Recognition rather than recall.
Information required to use the design (e.g. suggestions and history) should be visible or easily retrievable when needed.
When using AI, we recommend giving suggestions (as well as showing previously searched history) to guide users in their searches.
